skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: New Type of Sensitivity Analysis Using Bayesian Approach with Artificially Designed Data

Abstract

Not provided.

Authors:
 [1]
  1. Vantage Partners LLC, NASA Glenn Research Center, Cleveland, Ohio 44135
Publication Date:
Research Org.:
Univ. of Texas, Austin, TX (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA)
OSTI Identifier:
1541981
DOE Contract Number:  
FC52-08NA28615
Resource Type:
Journal Article
Journal Name:
Journal of Aerospace Information Systems
Additional Journal Information:
Journal Volume: 15; Journal Issue: 9; Journal ID: ISSN 1940-3151
Publisher:
American Institute of Aeronautics and Astronautics
Country of Publication:
United States
Language:
English
Subject:
Engineering

Citation Formats

Miki, Kenji. New Type of Sensitivity Analysis Using Bayesian Approach with Artificially Designed Data. United States: N. p., 2018. Web. doi:10.2514/1.i010636.
Miki, Kenji. New Type of Sensitivity Analysis Using Bayesian Approach with Artificially Designed Data. United States. doi:10.2514/1.i010636.
Miki, Kenji. Sat . "New Type of Sensitivity Analysis Using Bayesian Approach with Artificially Designed Data". United States. doi:10.2514/1.i010636.
@article{osti_1541981,
title = {New Type of Sensitivity Analysis Using Bayesian Approach with Artificially Designed Data},
author = {Miki, Kenji},
abstractNote = {Not provided.},
doi = {10.2514/1.i010636},
journal = {Journal of Aerospace Information Systems},
issn = {1940-3151},
number = 9,
volume = 15,
place = {United States},
year = {2018},
month = {9}
}

Works referenced in this record:

Systematic validation of non-equilibrium thermochemical models using Bayesian inference
journal, October 2015


Estimation of the nitrogen ionization reaction rate using electric arc shock tube data and Bayesian model analysis
journal, February 2012

  • Miki, K.; Panesi, M.; Prudencio, E. E.
  • Physics of Plasmas, Vol. 19, Issue 2
  • DOI: 10.1063/1.3684598

Updating Models and Their Uncertainties. I: Bayesian Statistical Framework
journal, April 1998


Bayesian measures of model complexity and fit
journal, October 2002

  • Spiegelhalter, David J.; Best, Nicola G.; Carlin, Bradley P.
  • Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 64, Issue 4
  • DOI: 10.1111/1467-9868.00353

Model Selection Using Response Measurements: Bayesian Probabilistic Approach
journal, February 2004


Bayesian Updating and Model Class Selection for Hysteretic Structural Models Using Stochastic Simulation
journal, January 2008


Divergence measures based on the Shannon entropy
journal, January 1991

  • Lin, J.
  • IEEE Transactions on Information Theory, Vol. 37, Issue 1
  • DOI: 10.1109/18.61115

Estimating the Dimension of a Model
journal, March 1978


On Information and Sufficiency
journal, March 1951

  • Kullback, S.; Leibler, R. A.
  • The Annals of Mathematical Statistics, Vol. 22, Issue 1
  • DOI: 10.1214/aoms/1177729694

Bayesian Model Selection in Social Research
journal, January 1995

  • Raftery, Adrian E.
  • Sociological Methodology, Vol. 25
  • DOI: 10.2307/271063

Bayesian Model Selection and Model Averaging
journal, March 2000


Inference of reaction rate parameters based on summary statistics from experiments
journal, January 2017


Numerical optimisation for model evaluation in combustion kinetics
journal, October 2015


The effect of temperature on the adiabatic burning velocities of diluted hydrogen flames: A kinetic study using an updated mechanism
journal, May 2015


Resonance absorption measurements of N, O, and H atoms in shock heated HCN/O2/Ar mixtures
journal, August 1987


Uncertainty quantification and robust predictive system analysis for high temperature kinetics of HCN/O2/Ar mixture
journal, August 2016


Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic Nitrogen
journal, May 2012


Bayesian uncertainty quantification of recent shock tube determinations of the rate coefficient of reaction H + O2→ OH + O
journal, July 2012

  • Miki, Kenji; Cheung, Sai Hung; Prudencio, Ernesto E.
  • International Journal of Chemical Kinetics, Vol. 44, Issue 9
  • DOI: 10.1002/kin.20736

Using Bayesian analysis to quantify uncertainties in the H+O2→OH+O reaction
journal, May 2013


Evaluated Kinetic Data for Combustion Modeling. Supplement I
journal, November 1994

  • Baulch, D. L.; Cobos, C. J.; Cox, R. A.
  • Journal of Physical and Chemical Reference Data, Vol. 23, Issue 6
  • DOI: 10.1063/1.555953

Evaluated Kinetic Data for Combustion Modeling: Supplement II
journal, September 2005

  • Baulch, D. L.; Bowman, C. T.; Cobos, C. J.
  • Journal of Physical and Chemical Reference Data, Vol. 34, Issue 3
  • DOI: 10.1063/1.1748524

Data partition methodology for validation of predictive models
journal, December 2013

  • Morrison, Rebecca E.; Bryant, Corey M.; Terejanu, Gabriel
  • Computers & Mathematics with Applications, Vol. 66, Issue 10
  • DOI: 10.1016/j.camwa.2013.09.006